398 Open source projects that are alternatives of or similar to DiscoGAN-TF

Projecting images to latent space with StyleGAN2.

Generate text boxes from input words with a GAN.

No description or website provided.

Timbre transfer with variational autoencoding and cycle-consistent adversarial networks. Able to transfer the timbre of an audio source to that of another.

Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation"

Applied Deep Learning (2019 Spring) @ NTU

Coherent Semantic Attention for image inpainting(ICCV 2019)

Unofficial PyTorch implementation of "GAN-QP: A Novel GAN Framework without Gradient Vanishing and Lipschitz Constraint"

Natural and Realistic Single Image Super-Resolution with Explicit Natural Manifold Discrimination (CVPR, 2019)

Domain adaptation networks for digit recognitioning

Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)

Generative Adversarial Network with Weight Normalization + ResNet

GAAL-based Outlier Detection

An implementation for our paper: CsiGAN: Robust Channel State Information-based Activity Recognition with GANs (IEEE Internet of Things Journal, 2019), which is the semi-supervised Generative Adversarial Network (GAN) for Channel State Information (CSI) -based activity recognition.

A collection of arbitrary text to image papers with code (constantly updating)

Colorization of grayscale images using CycleGAN in TensorFlow.

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

Train a StyleGAN2 model on Colaboratory to generate Steam banners.

[TPAMI Under Submission] Generative Multi-Label Zero-Shot Learning

Implementation of a paper "Polyphonic Music Generation with Sequence Generative Adversarial Networks" in TensorFlow

🔥3D-RecGAN++ in Tensorflow (TPAMI 2018)

Official Pytorch implementation of Adversarial Segmentation Loss for Sketch Colorization [ICIP 2021]

Deep learning codes and projects using Python

Unofficial implementation of StyleGAN's generator

An official PyTorch implementation of the paper "Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language", NeurIPS 2018

Improving Document Binarization via Adversarial Noise-Texture Augmentation

Repository for MAD-GAN Paper done in ML CAMP Jeju

Showcasing various fun adventures with GANs

Reconstruction of three-dimensional porous media using generative adversarial neural networks

A Survey on Text-to-Image Generation/Synthesis.

(WIP) Implementation of Creative Adversarial Networks https://arxiv.org/pdf/1706.07068.pdf

Official pytorch implementation of the IrwGAN for unaligned image-to-image translation

SpecGAN - generate audio with adversarial training

Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution

Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night

PyTorch reimplementation of the paper: "Semantic Pyramid for Image Generation" [CVPR 2020].

videos, lectures, blogs for Deep Learning

PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"

A stable algorithm for GAN training

Improved Wasserstein GAN (WGAN-GP) application on medical (MRI) images

Discovering Interpretable GAN Controls [NeurIPS 2020]

Tensorflow implementation of the NIPS paper "Toward Multimodal Image-to-Image Translation"

Path Planning using Generative Adversarial Network (GAN)

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace

Voice Conversion using Cycle GAN's For Non-Parallel Data

Applied several Generative Adversarial Networks (GAN) techniques such as: DCGAN, WGAN and StyleGAN to generate Anime Faces and Handwritten Digits.

Code for GAN2Shape (ICLR2021 oral)

Tensorflow implement of "Eye In-Painting with Exemplar Generative Adversarial Networks"

Toward Multimodal Image-to-Image Translation

A 1D toy example of optimizing a generative model using the WGAN-GP model.

Using Bidirectional Generative Adversarial Networks to estimate Value-at-Risk for Market Risk Management using TensorFlow.

Code for "Generative Adversarial Training for Markov Chains" (ICLR 2017 Workshop)

My pytorch implementation for GAN

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

Tensorflow implementation of paper "unsupervised image to image translation networks"

Implementation of Conditional Generative Adversarial Networks in PyTorch

Tensorflow Implementation of Wasserstein GAN (and Improved version in wgan_v2)

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

Tutorial on creating your own GAN in Tensorflow